Färber, Michael
- Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models
2025/01/09 by Kristian G. Barman, Barman, Kristian G., Sascha Caron +41 · 2 voices · 9 citations
#physics.data-an #cs.AI #hep-ph #physics.comp-ph #physics.hist-ph
- Analyzing the Impact of Companies on AI Research Based on Publications
2023/10/31 by Michael Färber, Färber, Michael, Tampakis, Lazaros · 4 citations
Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Impact of AI and Big Data on Business and Society #Information Retrieval (cs.IR) #scientometrics and bibliometrics research
- ComplexTempQA:A 100m Dataset for Complex Temporal Question Answering
2024/06/07 by R. Gruber, Abdelrahman Abdallah, Gruber, Raphael +5 · 6 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Few-Shot Document-Level Relation Extraction
2022/05/04 by Nicholas Popovič, Michael Färber, Popovic, Nicholas +1 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Can Hallucinations Help? Boosting LLMs for Drug Discovery
2025/01/23 by Shuzhou Yuan, Zhan Qu, Yuan, Shuzhou +5 · 6 voices
#cs.CL #cs.AI
- The Effects of Hallucinations in Synthetic Training Data for Relation Extraction
2024/10/10 by Steven Rogulsky, Nicholas Popovič, Rogulsky, Steven +3 · 4 citations
Computer Science · Medicine · Psychology · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Mental Health Research Topics #Traditional Chinese Medicine Studies
- SemOpenAlex: The Scientific Landscape in 26 Billion RDF Triples
2023/08/07 by Michael Färber, Färber, Michael, David Lamprecht +7 · 2 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Semantic Web and Ontologies #Biomedical Text Mining and Ontologies #Topic Modeling
- Which Knowledge Graph Is Best for Me?
2018/09/28 by Färber, Michael, Rettinger, Achim · 1 citation
#Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences
- Embedded Named Entity Recognition using Probing Classifiers
2024/03/18 by Nicholas Popovič, Michael Färber, Popovič, Nicholas +1 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
- Denotational Semantics and a Fast Interpreter for jq
2023/02/21 by Michael Färber, Färber, Michael · 1 voice
#cs.LO #cs.PL
- Biases in Scholarly Recommender Systems: Impact, Prevalence, and Mitigation
2023/01/18 by Färber, Michael, Coutinho, Melissa, Yuan, Shuzhou · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Incorporating Quantum Advantage in Quantum Circuit Generation through Genetic Programming
2025/01/16 by Christopher J. Stein, Stein, Christoph, Michael Färber +1 · 2 citations
Computer Science · #Evolutionary Algorithms and Applications #Quantum Computing Algorithms and Architecture #Neural Networks and Reservoir Computing
- A Full-fledged Commit Message Quality Checker Based on Machine Learning
2023/09/09 by Faragó, David, Färber, Michael, Petrov, Christian · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First -- Using Relation Extraction to Identify Entities
2022/03/10 by Popovic, Nicholas, Laurito, Walter, Färber, Michael · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Paths to Causality: Finding Informative Subgraphs Within Knowledge Graphs for Knowledge-Based Causal Discovery
2025/06/10 by Yuni Susanti, Michael Färber, Susanti, Yuni +1 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Knowledge Graph Structure as Prompt: Improving Small Language Models Capabilities for Knowledge-based Causal Discovery
2024/07/26 by Yuni Susanti, Michael Färber, Susanti, Yuni +1 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Rough Sets and Fuzzy Logic #Semantic Web and Ontologies
- Beyond Over-Refusal: Scenario-Based Diagnostics and Post-Hoc Mitigation for Exaggerated Refusals in LLMs
2025/10/09 by Yuan, Shuzhou, Nie, Ercong, Sun, Yinuo +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Graph-Guided Textual Explanation Generation Framework
2024/12/16 by Shuzhou Yuan, Jingyi Sun, Yuan, Shuzhou +11 · 1 voice · 1 citation
#cs.CL
- The Hidden Bias: A Study on Explicit and Implicit Political Stereotypes in Large Language Models
2025/10/09 by Konrad Löhr, Löhr, Konrad, Shuzhou Yuan +3 · 1 citation
Social Sciences · #Artificial Intelligence (cs.AI) #Computational and Text Analysis Methods #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Populism, Right-Wing Movements
- Attribution, Citation, and Quotation: A Survey of Evidence-based Text Generation with Large Language Models
2025/08/21 by Tobias Schreieder, Tim Schopf, Schreieder, Tobias +3 · 3 citations
Computer Science · Social Sciences · Medicine · #Topic Modeling #Computational and Text Analysis Methods #Artificial Intelligence in Healthcare and Education